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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in clinical reasoning and evaluation of medical content, with a strong foundation in differential diagnosis and evidence-based guidelines. Holds an active US medical license and possesses direct patient care experience, enhancing the ability to assess clinical scenarios effectively.
Highest-signal resume keywords
Medical Degree (MD or DO)Active US Medical LicenseBoard Certification or Completed Residency TrainingStrong Clinical ReasoningDirect Patient Care Experience
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Clinical ReasoningDifferential DiagnosisEvidence-Based GuidelinesVignette EvaluationAnswer Correctness AssessmentClinical AnnotationQuality AssuranceProject-Based Task CompletionRationale WritingDiagnostic and Treatment Experience
Soft Skills
Strong Written English
Industry Keywords
Medical AI EvaluationClinical Content ReviewExam-Question ReviewInternal MedicineFamily MedicineEmergency MedicineHospital Medicine
About the role
Key responsibilities & impact- Evaluate clinical EHR vignettes paired with questions, proposed answers, and distractor answers across diagnosis and treatment tasks
- Score clinical reasoning quality, vignette accuracy and completeness, answer correctness and gradeability, and trap quality
- Check whether reasoning chains reach answers from vignette facts alone
- Correct reasoning traces and write short rationales
- Participate in three independent blind reads followed by physician adjudication
- Complete flexible, project-based tasks through the platform
- Submit tasks for review and approval against project acceptance criteria
- Improve AI tools by evaluating real clinical complexity
Requirements
What you’ll need- Medical degree (MD or DO)
- Active, unrestricted US medical license, verified at onboarding and re-checked monthly
- Board certification or completed residency training
- Direct patient care experience; attending-level preferred
- Broad, multi-system diagnostic and treatment experience in internal, family, emergency, or hospital medicine
- Strong clinical reasoning, including differential diagnosis, next-step management, and application of evidence-based guidelines
- Strong written English (C1+)
- Prior experience in medical AI evaluation, clinical content or exam-question review, or medical annotation/QA is a plus
- Must be a US-licensed physician
- Not suitable for medical students, unlicensed medical graduates, non-physician clinicians, or non-clinical healthcare titles
Benefits
Comp & perks- Earnings per approved task: a fixed rate for each task, set in advance
- Fully self-scheduled: no minimum hours and no set schedule
- $50 one-time onboarding reward, paid once your first task on the project is approved
- Quality incentives: additional earnings for high-quality approved tasks, on terms set out in the project guidelines
- Remote work
- No patient contact and no malpractice exposure
- Flexible participation around other commitments
- No time tracking or hour logging
- Higher per-task rate for QA and adjudication tasks
